Advances in Computing : 18th Colombian Conference on Computing, CCC 2024, Manizales, Colombia, September 4–6, 2024, Revised Selected Papers, Part II / / edited by Néstor Darío Duque-Méndez, Luz Ángela Aristizábal-Quintero, Mauricio Orozco-Alzate, Jose Aguilar

• Record Nr.: UNINA9910918692703321
• Pubbl/distr/stampa: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
• ISBN: 9783031752360; 9783031752353
• Edizione: [1st ed. 2024.]
• Descrizione fisica: 1 online resource (462 pages)
• Collana: Communications in Computer and Information Science, , 1865-0937 ; ; 2209
• Disciplina: 006.3
• Soggetti: Computational intelligence; Software engineering; Computer networks; Artificial intelligence; Computers, Special purpose; Computational Intelligence; Software Engineering; Computer Communication Networks; Artificial Intelligence; Special Purpose and Application-Based Systems
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: -- Data, information and knowledge. -- Comparing Regression Models with enhanced Interpretability for Wind Speed Forecasting in La Guajira-Colombia. -- Towards a closer patient-caregiver relationship by wearable and ambient assisted living design. -- Influence of functional capacity in the living space (LS) in elders in small towns in the Colombian Andes: An analysis of the association between SPPB and LS. -- Digital divide analysis in Colombia and Mexico using complex networks and open data platforms. -- Evaluating pre-attentive perception of visibility graphs for representing ECG signals. -- System for self-care support of inpatient and/or home care patients by ; monitoring vital signs with an IoT-self- adaptive prototype: a systematic study. -- Parkinson Disease Rehabilitation Routines Described as Robot Instructions for PARKIBIP. -- ICT for education and e-Learning. -- Educational Strategies and Tools Based on AI: A Systematic Mapping for the Personalization of Learning. -- Trends in Adaptive Graphical User Interfaces in Moodle LMS Systems through Artificial Intelligence techniques. -- GAMITIC- ICT Literacy Tool for Teachers in Vulnerable Zones. -- Computational Thinking (CT) Measurement Model based on Bloom’s Taxonomy and the GQM model. -- Enhancing Vocational Guidance with Machine Learning: Predicting STEM Career Viability for High School Students. -- Student attrition in higher education: A systematic mapping of causes and retention strategies. -- Case study: Design of a training strategy to improve learning outcomes through the development of integrative projects. -- Data Generation Strategies for the Application of Adaptive Learning Analytics. -- Reference Model of Appropriation of Digital Technologies for Learning in Higher Education Institutions. -- Esmeralda: Support for Early Detection and Initial Attention to Dyslexia in First Grade Students through the Development of Digital Educational Resources. -- Women in STEAM through the Lens of an Immersive-based Storytelling Design. -- Industry 4.0 and digital transformation. -- Evaluating Motivation for initiating a Digital Transformation Process in MSMEs. -- Analysis of Ipv6 Adoption in The Last Seven Years: A Systematic Mapping. -- Advanced Traffic Differentiation in LoRaWAN IIoT Networks through Contention Window Strategies. -- Lightweight and Interpretable DL Model Using Convolutional RFF for AMC. -- Model Driven Engineering tool for the generation of interoperable smart contracts. -- Development of a Robotic UV-C Device as an Alternative to Chemical Disinfection. -- An Analysis of Technological Applications in Community Policing and Their Performance Assessment Through A Systematic Review. -- Software engineering and automation. -- Implementation of a Process Optimization Methodology using Aspen Plus and Python. -- Revisi´on Sistem´atica de Literatura sobre Automatizaci´on del Proceso Software. -- Estudia: A Recommendation System for Higher Education Career Choice. -- Mining of repositories to understand productivity in remote work environments. -- A Cloud-Agnostic Infrastructure Provisioning Approach for Scalable Microservices Architectures. -- MiMoQ: A System for Experimentation of Microservice-Based Applications.
• Sommario/riassunto: This two-volume set CCIS 2208-2209 constitutes revised selected papers from the refereed proceedings of the 18th Colombian Congress on Computing, CCC 2024, held in Manizales, Colombia, during September 4-6, 2024. The 50 full papers and 5 short papers included in this book were carefully reviewed and selected from 124 submissions. They were organized in topical sections as follows: Artificial Intelligence; Pattern recognition and computer vision; Computational statistics and formal methods; Cyber security and information security; Data, information and knowledge; ICT for education and e-Learning; Industry 4.0 and digital transformation; Software engineering and automation.